Most wells are drilled with clear water for faster penetration rates, until a depth is reached where hole conditions dictate a need for a fluid (drilling fluid) with special properties. Drilling fluid or basically, mud is usually a mixture of water, clay, weighing material and some few chemicals [1M.R. Annis, and M.V. Smith, Drilling fluids technology, Revised EditionExxon Company: U.S.A, .]. Drilling fluids are usually formulated to meet certain properties to enable the mud to carry out its basic functions. A properly designed drilling fluid should be able to perform some major functions such as controlling formation pressures, removing cuttings from the wellbore, sealing permeable formations encountered while drilling, cooling and lubricating the bit, transmitting hydraulic energy to downhole tools and the bit and perhaps most importantly maintaining wellbore stability so as to meet up with the design objectives [2P. Yunita, S. Irawan, and D. Kania, "Optimization of water-based drilling fluid using non-ionic and anionic surfactant additives", Procedia Eng., vol. 148, pp. 1184-1190. [https://doi.org/10.1016/j.proeng.2016.06.628].
[http://dx.doi.org/10.1016/j.proeng.2016.06.628] ]. According to the World Oil annual classification of fluid systems, there are nine distinctive categories of drilling fluids that are in use today [3World Oil, "Drilling, Completion and Workover Fluids", Gulf Publishing Company, .https://www.worldoil.com/media/ 2464/fluids_tables.pdf]. However, drilling fluids are usually classified based on the continuous phase (water-based fluids, oil-based fluids and pneumatic (gas) fluids) with the continuous phase determining the type of drilling fluid [4H.C.H. Darley, and G.R. Gray, Composition and properties of dilling and completion fluids., 7th edGulf Professional Publishing: Houston, Texas, USA, . [https://books.google.com/books?id=kS6lCgAAQBAJ]]. Each type of drilling fluid is designed specifically to fit a particular formation characteristics, therefore not the same type of fluid is used to drill all formations. For the purpose of this research, water-based mud is considered because it is cheap in relation to cost and formulation as well as environmentally friendly as compared to the other drilling fluids. Water-based mud can further be divided into three sub classifications namely, inhibitive; non-inhibitive and polymer water-based mud [5M. Reza, "Effect of Nano silica in brine treated PAC/ XC/LV-CMC polymer –Bentonite fluid system", M.S. Thesis, University of Stavanger,, University of Stavanger, .]. Therefore a non-inhibitive water-based drilling fluid (water-based mud without the presence of sodium, calcium and potassium ions) was designed to achieve the mud’s primary functions as mentioned earlier. Although it is the mud engineer’s motive to prepare a fluid that is capable of performing its functions during the drilling operation, but unfortunately that is not the case for actual field operations.

During drilling operation, the drilling mud picks up contaminants such as salts, drill solids, and cement. The instability in the drilling mud properties is as a result of various contaminants incorporated in the mud system [6O.F. Joel, U.J. Durueke, and C.U. Nwokoye, "Effect of cement contamination on some properties of drilling mud", Nigeria Annual International Conference and Exhibition, pp. 1-5.Abuja, Nigeria]. Thus, a high concentration of contaminants in a drilling mud system causes a detrimental effect on its performance [7G. Broughton, and R.S. Hand, "Viscosity characteristics of clays in connection with drilling muds", J. Pet. Technol., vol. 1, no. 4, pp. 1-7. [https://doi.org/10.2118/938112-G].]. In general, mud is contaminated when any material that causes undesirable changes in the properties of the drilling mud enters the mud system. Solids, cement, sodium chloride, calcium or magnesium, salts, carbonates and bicarbonates, and anhydrite-gypsum are contaminants that are usually encountered during drilling operations either from the drilling or water. Sodium Chloride (NaCl) is the most common salt encountered during drilling operations. When this salt gets in contact with the drilling mud, it will flocculate the mud system, lower the pH, and likewise affect the properties of the drilling fluid. All of these contaminants cause a detrimental effect on the mud system thereby limiting its ability to perform its basic functions and also resulting in slow drilling rate [8O.F. Joel, Design and field application of drilling, cementing and stimulation fluids., Institute of Petroleum Studies Publications: Nigeria, .]. According to Bourgoyne et al. (1986), drilling fluid is linked directly or indirectly to most of the drilling problems [9A.T. Bourgoyne, K.K. Millheim, M.E. Chenevert, and F.S. Young, Applied Drilling Engineering., vol. Vol. 2, SPE Text Book Series, .]. Solids are by far the most predominant contaminants. Excessive solids, whether commercial or obtained from the formation lead to high rheological properties and slow the drilling rate. The extent of the effects of contamination depends largely on the mud type, concentration and the type of the contaminant. Moreover, the contact of salt with drilling mud affects the degree of drilling fluid efficiency and its performance in drilling operation is affected by its rheological properties so it is necessary to study the drilling mud rheological parameters and properties at the downhole condition [10J. Nasser, A. Jesil, T. Mohiuddin, M. Al-Ruqeshi, G. Devi, and S. Mohataram, "Experimental Investigation of Drilling Fluid Performance as Nanoparticles", World Journal of Nano Science and Engineering, vol. 3, no. 3, pp. 57-61.
[http://dx.doi.org/10.4236/wjnse.2013.33008] ].

Rheology is the study of the deformation of fluids and flow of matter. Rheological properties also describe the flow characteristics of a mud under different flow conditions. In order to know the effects of flow, it is important that the flow behaviour of the mud at various points of interest in the mud circulating system is known [11N. Awele, "Investigation of Additives on Drilling Mud Performance with, Tonder Geothermal, Drilling as a Case Study", M.S. Thesis, Esbjerg,: Aalborg University, .]. Drilling muds should be designed with several suitable characteristics to improve the efficiency of the drilling operation. The most common characteristics are the rheological properties (like plastic viscosity, yield value, gel strengths and filter cake), stability under various operating conditions and stability against contaminating fluids [12M. Amani, M. Al-Jubouri, and A. Shadravan, Advanced petroleum exploration development, vol. 2, 4th ed.]. Plastic viscosity is that part of the resistance to flow caused by mechanical friction. The friction is caused by solids concentration, size and shape of solids and viscosity of the fluid phase. The Yield Point (YP) is the initial resistance to flow caused by electrochemical forces between the particles. This electrochemical force is due to charges on the surface of the particles dispersed in the fluid phase. The YP indicates the ability of the drilling mud to carry cuttings to surface. Changes in PV of the mud can cause changes in YP, so the yield point should not be kept too low so as to suspend the cuttings at static conditions and also when it is pumped out of the annulus [13P.O. Ogbeide, and S.A. Igbinere, "The effect of additives on rheological properties of drilling fluid in highly deviated wells", Futo Journal Series, vol. 2, no. 2, pp. 68-82. [FUTOJNLS].]. On the other hand, high-temperature environment tends to increase the YP of the water base mud too high because of the presence of contaminants such as carbon dioxide, salt, and anhydrite in the drilling fluids thereby limiting the mud efficiency [14J.J. Azar, and G.R. Samuel, Drilling engineering., Penn Well Corporation: Tulsa, Oklahoma, .]. Apparent viscosity is the viscosity of a fluid measured at a given shear rate and at a fixed temperature. It is a reflection of the plastic viscosity and yield point combined. An increase in the yield point and plastic viscosity will cause a rise in apparent viscosity. This is sometimes called single point viscosity [15S.D. Annudeep, "Rheological Properties and Corrosion Characteristics of Drilling Mud Additives", M.S. Thesis, Dalhousie University: Nova Scotia, .]. Therefore when the salts contact the drilling fluid, the double layer of the clay particles is compressed enhancing flocculation of the suspension. In other words, the separation between the clay platelets was reduced with increasing concentration of salt. It will decrease the viscosity of the drilling fluid [16M.K.G. Alaskari, and R. Teymoori, "Effects of Salinity, pH and Temperature on CMC Polymer and XC Polymer Performance", International Journal of Engineering Transactions B: Applications, vol. 20, no. 3, pp. 283-290.]. Divalent salts (calcium and magnesium) will have a greater contaminating effect on water-based muds than monovalent salts (sodium and potassium) [6O.F. Joel, U.J. Durueke, and C.U. Nwokoye, "Effect of cement contamination on some properties of drilling mud", Nigeria Annual International Conference and Exhibition, pp. 1-5.Abuja, Nigeria].

The rheological parameters help to characterize the behaviour of the mud and its capacity to execute the desired functions, therefore salt contamination has been a burden to mud engineers as to how to deal with the effects these contaminants have on the properties of the drilling fluid. This situation needs a research to be conducted in an effort to identify the effects of these contaminants on the mud and how it can be treated. Luckily, over the years, numerous scholars have investigated in this phenomena to help provide comprehensive knowledge on salt contamination and how they impact the rheological properties of water-based mud. Ali et al. (2013) investigated the effect of NaCl salt contamination on the rheological properties of bentonite drilling mud and concluded that both plastic viscosity and the electrical resistivity were reduced with an increase in salt content [17K. Ali, C. Vipulanandan, and D. Richardson, "Salt (NaCl) contamination on the resistivity and plastic viscosity of a bentonite drilling mud", Proceedings of CIGMAT Conference & Exhibition, University of Houston: Texas, pp. 1-2.]. According to Joel (2013), rheological properties of mud samples contaminated with three different salts namely NaCl, CaCl₂ and KCl showed that the rheological properties were reduced with increase in salt concentration [18O.F. Joel, "Comparative study of different salts on hydration of bentonite", Nigeria Annual International Conference and Exhibition, pp. 1-10.Lagos, Nigeria]. Hassiba and Amani (2013), investigated the effect of different electrolysis (NaCl, KCl) on the viscosity of water-based mud at high-pressure high-temperature conditions. Their research revealed that NaCl contamination increases the shear stress/shear rate curves of water-based mud; whereas KCl contamination decreases the shear stress/shear rate curves of water-based mud [19K.J. Hassiba, and M. Amani, "The Effect of salinity on the rheological properties of water based mud under High temperatures for drilling offshores and deep wells", Earth Sci. Res. J., vol. 2, no. 1, pp. 175-186. [http://dx.doi.org/10.5539/esr.v2n1p175].]. In other words, the amount of force required to carry the cuttings from the bottom of the well, through the annulus of the well and back to the surface will be reduced because of these foreign materials (salts) incorporated in the drilling mud thereby limiting the mud function as a cutting transporter. Another published work by other researchers on the effects of salt contamination on water-based drilling fluid performance demonstrated a decrease in the rheological properties of the mud samples as the salt concentration increased [20O.F. Joel, U.J. Durueke, and C.U. Nwokoye, "Effect of KCl on rheological properties of shale contaminated Water-Based Mud (WBM)", Global Journal of Researches in Engineering, vol. 12, no. 9, pp. 1-9.-23N.A. Sami, "Effects of magnesium saltwater contamination on the behaviour of drilling fluids", Egyptian Petroleum Journal, vol. 1, no. 1, pp. 1-6. [https://doi.org/10.1016/j.ejpe.2015.10.011].].

Although these researchers investigated the effects of salts contamination on the rheological properties of water-based system but their approach had some limitations. The water-based systems used in their experiment had a reactive phase which has the capacity to influence the rheology of the mud. Also the salt concentration they assumed was of high value, thereby neglecting the least effect the mud would have upon contact with the salt. Therefore, there is a need to investigate the least concentration of salt using a nonreactive phase water-based fluid. This study then focuses on the effect of potassium, calcium and magnesium salts contaminants at different concentrations on the efficiency of water-based drilling mud rheological properties (plastic viscosity, apparent viscosity and yield point). However, NaCl was not considered because a lot of researches have been reported in the literature about its effects on mud properties. Therefore, there is a need to investigate other types of monovalent and divalent salts on the properties of water-based mud. Although, literature suggests that temperature plays a crucial role when it comes to salt contamination since it has the capability to negatively affect the rheological properties at downhole conditions but not all oil wells are high-temperature highly pressured. Specifically in this work, temperature effect was not considered because the focus of this research is to study the effect of the aforementioned salts on the rheological properties of the drilling mud samples at ambient conditions. The reason for conducting this research under ambient conditions was to provide the mud engineer with an idea of how the mud prepared will behave before it is used in the field, and with this information they can have a fair idea of the nature of the fluid system even before it is pumped downhole so that modifications can be made in the prepared mud. This will in turn prevent drilling problems that result from the inefficiency of drilling mud to perform it major roles ahead of time to save time and cost.

To ensure the validity of the experiment performed, the analysis of the results was conducted based on comparative analysis using a control mud sample and America Petroleum Institute (API) specification standard for drilling fluid as well as already conducted research work validated results. Table 2 shows the API 13A specification requirement for rheological parameters for the use of drilling grade bentonite in mud preparation.

Table 2
API Standard Numerical Value Requirement for Drilling Grade Bentonite [24 API SPEC 13A, Specification for Drilling Fluids – Specifications and Testing, 18^th ed, Purchasing Guidelines Handbook, American Petroleum Institute (API), 2010.]

Table 3 presents a total account of results from the rheological tests conducted at the laboratory on the mud samples giving details of the rpm readings. Table 3 also shows the calculated values of plastic viscosity, yield point and apparent viscosity. The experiment was also conducted at room temperature which was considered to be 25 °C, but in the course of the experiment, it is not certain that the temperature remains constant at 25 °C, thus, this uncertainty can also have an influence on the results obtained. The bentonite and salts samples were weighed with an electronic balance which has the capability to determine the exact amount of each material used in the mud formulation to the nearest mark. Hence it was assumed that the uncertainty of the measured sample is zero since the external factor such as wind blowing was not considered to have an influence on the readings. However, during the computations of each amount of salt used in terms of concentration, some of the values were corrected to the nearest two decimal place The rheometer was placed on a flat desk in order to set the rheometer mark at zero before taking the readings in order to avoid error readings. However, human errors can be introduced into the results through the reading from the equipment. Also, the rheometer used in taking the dial readings was assumed to be accurate since several readings at particular dial reading gave the same value. The uncertainties of the experimental data in Table 3 is in the range of ± 0.01.

Table 3
Results obtained from the laboratory experiment.

3.1. Effect of KCl, CaCl₂ and MgCl₂ Concentration on Plastic Viscosity

Fig. (1) shows the effect of plastic viscosity against each salt at different salt concentrations. In Fig. (1), there is a decrease in plastic viscosity as the different salt concentrations increase. API specifications for drilling fluid as depicted in Table 2 suggests that the minimum plastic viscosity needed for efficient drilling should be of a value of 7 mPa.s. The control mud met the API standard, but this situation was not seen in the mud contaminated with various salts since the plastic viscosity of mud with Potassium Chloride (KCl) salt decreased from the range of 8 to 6 mPa.s and that of mud with Calcium Chloride (CaCl₂) and Magnesium Chloride (MgCl₂) salt, both reduced from 7 to 3 mPa.s for salt concentrations of 0.2%, 0.4%, 0.7%, 1.0% and 1.4%. Although reduced PV indicates that the mud is capable of drilling rapidly because of low viscosity of the mud exiting the bit, nevertheless, the plastic viscosity must be maintained in the range of 6 - 8 mPa.s for a successful drilling operation. This is because low PV implies low Equivalent Circulating Density (ECD) exerted at the bottom while high PV triggers an increase in ECD because high pumping is required to break the gel [25S. Irawan, B.I. Kinif, and R. Bayuaji, "Maximizing Drilling Performance through Enhanced Solid Control System", IOP Conf. Series: Materials Science and Engineering, vol. 267, no. 012038, pp. 1-15.].

Fig. (1) A plot of Plastic Viscosity against Different Salt Concentrations.

3.2. Effect of KCl, CaCl₂ and MgCl₂ Concentration on Yield Point

Similarly, Fig. (2) shows the effect of the yield point (YP) against each salt at different salt concentrations; and it indicates a decrease in yield points of the mud samples as the different salt concentrations increase. API standard recommends that the yield point of a drilling mud should have a numerical value three times the plastic viscosity or not exceed to the value of 50 for optimal drilling. Unlike the control mud which had a yield point value of 10 lb/100ft² which almost meets the API standard, the yield point of the mud with KCl salt decreased from 12 lb/100ft² to 9 lb/100ft². Also yield points of mud with CaCl₂ and MgCl₂ salts decreased in the range of 10 lb/100ft² to 2 lb/100ft² and 10 lb/100ft² to 3 lb/100ft² respectively. For mud with CaCl₂ and MgCl₂, yield points decreased as salt concentrations increased unlike the mud with KCl salt where the yield point stabilised and decreases as salt concentration increased. This occurrence is due to the inhibitive nature of potassium ions because of its lower cation replacing power. Yield point shows the ability of drilling mud to carry cuttings to surface, therefore a reduction in its numerical value renders the mud ineffective in carrying out its role as a cutting transporter. In addition, it is very important to keep the value of YP/PV ratio of the drilling fluid high enough (maximum of 3) to ensure effective cutting transport.

Fig. (2) A plot of Yield Point against Different Salt Concentrations.

3.3. Effect of KCl, CaCl₂ and MgCl₂ Concentration on Apparent Viscosity

Fig. (3) depicts the effect of apparent viscosity (µa) against each salt concentrations where it gives an indication that an increase in the various salt concentrations resulted in the decrease in apparent viscosities of the contaminated mud samples. The control mud with 12 mPa.s which was also used as a standard conformed to the API requirement for using drilling grade bentonite mud which dictates that the apparent viscosity should have a minimum value in the range of 12 to 15 mPa.s. On the other hand, the apparent viscosities recorded reduced from the range of 14 mPa.s to 10.5 mPa.s for mud samples with KCl salt, 12 mPa.s to 4 mPa.s for mud samples with CaCl₂ salt and then 12 mPa.s to 4.5 mPa.s for mud samples with MgCl₂ salt at concentrations of 0.2%, 0.4%, 0.7%, 1.0%, and 1.4%. Apparent viscosity is the viscosity at 600 rpm reading, and is the reflection of both the plastic viscosity and yield point. This shows that a decrease in both of them will result in a decrease in the apparent viscosity. This value helps the mud engineer develop and maintain the properties of the drilling fluid to the specifications required.

Fig. (3) A plot of Apparent Viscosity against Different Salt Concentrations.

Potassium ions compared to other ions are unique in nature. Due to their inhibitive property, little or no effect can be shown when added to the drilling fluid. This is because potassium ions tend to fit much closer into the lattices of clay structure, thereby reducing its ability to hydrate [6O.F. Joel, U.J. Durueke, and C.U. Nwokoye, "Effect of cement contamination on some properties of drilling mud", Nigeria Annual International Conference and Exhibition, pp. 1-5.Abuja, Nigeria]. The ion exchange model does not fully explain the interaction of potassium with clay [18O.F. Joel, "Comparative study of different salts on hydration of bentonite", Nigeria Annual International Conference and Exhibition, pp. 1-10.Lagos, Nigeria]. Calcium and magnesium have a greater cation exchange replacing power than sodium. When bentonite is added to water containing more than one hundred ppm of either of these ions, the degree of hydration is greatly reduced and the tendency to disperse is inhibited. As a result, very little viscosity is developed and the fluid loss is quite high [1M.R. Annis, and M.V. Smith, Drilling fluids technology, Revised EditionExxon Company: U.S.A, .].

Already conducted and validated studies by various researchers on the effect of salt on the properties of water-based mud is in agreement with the findings of this research in the sense that their work depicted the same trend with this research work as shown in Fig. (1) through to Fig. (3). In their work, it was observed that the increase in salt concentrations resulted in a decrease in the rheological properties of the mud samples [20O.F. Joel, U.J. Durueke, and C.U. Nwokoye, "Effect of KCl on rheological properties of shale contaminated Water-Based Mud (WBM)", Global Journal of Researches in Engineering, vol. 12, no. 9, pp. 1-9., 18O.F. Joel, "Comparative study of different salts on hydration of bentonite", Nigeria Annual International Conference and Exhibition, pp. 1-10.Lagos, Nigeria, 23N.A. Sami, "Effects of magnesium saltwater contamination on the behaviour of drilling fluids", Egyptian Petroleum Journal, vol. 1, no. 1, pp. 1-6. [https://doi.org/10.1016/j.ejpe.2015.10.011].]. Also in this present study, the results indicated that with the smallest concentration of the salt as 0.2%, there was a decrease in the rheological properties, however, the effect was significant with the mud contaminated with divalent salts (CaCl₂ and MgCl₂) than the mud contaminated with the monovalent salt (KCl)

The general results indicated that cation might aid as a bond to hold the clay mineral particles together. According to Weber (1970), multivalent cations have the potential to bond layers together more firmly than monovalent cations, usually resulting in aggregation of the clay particles. However, potassium, a monovalent cation, is the exclusion to the rule [26J.B. Weber, "Adsorption of s-triazines by montmorillonite as a function of pH and molecular structure", Soil Science Society of America Proceedings, vol. 34, pp. 401-404.
[http://dx.doi.org/10.2136/sssaj1970.03615995003400030017x] ]. The ionic content of water affects the hydration, dispersion and flocculation behaviour of clay particles [27W.F. Rogers, Composition and properties of oil well drilling fluids., 3rd edGulf Publishing Company: Houston, Texas, .]. As the salt content is increased, the degree of hydration and dispersion is decreased. This is caused by the cations in solution pushing the exchange cations closer to the surface of the clay platelet. This causes the water layer bound by the clay surface and the exchange cations to be thinner. As a result, the viscosity will be less. Since the water layer is thinner, the platelets can come closer to one another and their tendency to flocculate will be greater [28M. Goud, Mud Engineering Simplified, BecomeShakespeare.com, ISBN: 9789386487674, 2017. [https://books.google.com/ books?id=9P5CDwAAQBAJ].].

The following conclusions can be drawn from this study:

1. This study has shown that the rheological properties of the water-based mud were affected by the various salts contamination which will, in turn, affect the efficiencies of the mud samples.
2. Overall, the increase in the concentrations of the various salts decreased the plastic viscosities, apparent viscosities and yield points of the contaminated mud samples.
3. The effects of the salts on the mud samples were more profound on the mud samples contaminated with calcium and magnesium salts than the mud samples with potassium chloride salt.

At the end of this study, the contaminants affected the rheological properties of the mud samples, hence drilling mud free of contaminants is significant in any drilling program in order for the mud to execute its basic functions. Therefore, it is imperative for the mud engineer to have detailed knowledge about the formation to be drilled and the likely contaminants to be encountered forehand before the desired drilling fluid can be designed to combat the challenges to avoid drilling problems which will, in turn, save time and cost.